Certain Hamiltonian discretizations of the periodic focusing Nonlinear
Schrodinger Equation (NLS) have been shown to be responsible for the
generation of numerical instabilities and chaos. In this paper we unde
rtake a dynamical systems type of approach to modeling the observed ir
regular behavior of a conservative discretization of the NLS. Using he
uristic Mel'nikov methods, the existence of a pair of isolated homocli
nic orbits is indicated for the perturbed system. The structure of the
persistent homoclinic orbits that are predicted by the Mel'nikov theo
ry possesses the same features as the wave form observed numerically i
n the perturbed system after the onset of chaotic behavior and appears
to be the main structurally stable feature of this type of chaos. The
Mel'nikov analysis implemented in the pde context appears to provide
relevant qualitative information about the behavior of the pde in agre
ement with the numerical experiments. In a neighborhood of the persist
ent homoclinic orbits, the existence of a horseshoe is investigated an
d related with the onset of chaos in the numerical study.